iandurbach
Statistician and operations researcher interested in ecological and environmental modelling.
University of Cape TownCape Town, South Africa
Pinned Repositories
ahp-scenarios
Simulation study testing the effectiveness of scenario planning in the AHP
arunachal-pradesh
camera-trap-tips
Illustrations of good and bad camera trapping practices
datasci-fi
Material for the "Data Science for Industry" course
exploratory-data-analysis
Material for the course "Exploratory Data Analysis"
hands-on-ml
ml-for-ecology
Material for the "Machine learning for ecology" workshop
optimal-secr-design
Approximately optimal survey design for spatial capture-recapture
secr-course
wmmc-2019
Slides for talk at World Marine Mammal Conference 2019
iandurbach's Repositories
iandurbach/datasci-fi
Material for the "Data Science for Industry" course
iandurbach/exploratory-data-analysis
Material for the course "Exploratory Data Analysis"
iandurbach/secr-course
iandurbach/optimal-secr-design
Approximately optimal survey design for spatial capture-recapture
iandurbach/wmmc-2019
Slides for talk at World Marine Mammal Conference 2019
iandurbach/arunachal-pradesh
iandurbach/camera-trap-tips
Illustrations of good and bad camera trapping practices
iandurbach/hands-on-ml
iandurbach/biblio-seec
Bibliometric analysis of SEEC publications
iandurbach/counting-animals
Code for counting animals in aerial images using variants of blob detection
iandurbach/course-starter-r
👩🏫🇷 Starter repo for building interactive R courses
iandurbach/Deep-Neural-Networks-for-Video-Classification
Deep Neural Networks for Video Classification
iandurbach/DXY-COVID-19-Data
2019新型冠状病毒疫情时间序列数据仓库 | COVID-19/2019-nCoV Infection Time Series Data Warehouse
iandurbach/gratuitous-risk-taking
Code reproducing the analyses in the paper "Gratuitous risk taking"
iandurbach/iandurbach.github.io
My own jekyll website
iandurbach/macro-design
Methods and software for designing large-scale camera trap surveys
iandurbach/macro-design-app
Shiny app for designing large-scale camera trap surveys
iandurbach/mapview-designs
Shiny app for interactive displays of camera trap designs
iandurbach/mongolia-occupancy
Data and code used for an occupancy survey of snow leopards in Mongolia
iandurbach/non-euclidean-scr
iandurbach/openpopscr
Fits open population spatial capture-recapture by maximum likelihood
iandurbach/optimal-multiocc-secr-design
Optimal SCR design with possible detector movements between occasions
iandurbach/portfolio-heuristics
iandurbach/reproducible-science-workshop
Material for a workshop on reproducible science with R and RStudio
iandurbach/sais-avalanche-risk
Spatial models of avalanche risk in Scotland
iandurbach/seal-classifier
Models for classifying seal and other detected targets in sonar images
iandurbach/secrdesignapp
A Shiny app for designing spatially explicit capture–recapture studies
iandurbach/simulating-cvD
Evaluating potential camera trap designs by simulation
iandurbach/SLN-summer-exchange
Materials from a seminar giving a short introduction to spatial capture-recapture methods
iandurbach/testbind